Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max brier_class
rf 0.9472843 0.9678942 0.9965461 0.9601832 NA
bt 0.7923323 0.9735590 0.7996384 0.4500564 NA
maxnet 0.6557508 0.9381301 0.7894013 0.4585977 NA
gam NA NA NA NA 0.1440446
glm NA NA NA NA 0.1584144

Variable Importance